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» Parallel Extensions to the Matrix Template Library
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PPSC
1997
13 years 6 months ago
Parallel Extensions to the Matrix Template Library
We present the preliminary design for a C++ template library to enable the compositional construction of matrix classes suitable for high performance numerical linear algebra comp...
Andrew Lumsdaine, Brian C. McCandless
ECOOPW
1998
Springer
13 years 9 months ago
The Matrix Template Library: A Unifying Framework for Numerical Linear Algebra
Abstract. We present a uni ed approach for expressing high performance numerical linear algebra routines for a class of dense and sparse matrix formats and shapes. As with the Stan...
Jeremy G. Siek, Andrew Lumsdaine
HPCC
2010
Springer
13 years 4 months ago
A Generic Algorithm Template for Divide-and-Conquer in Multicore Systems
The divide-and-conquer pattern of parallelism is a powerful approach to organize parallelism on problems that are expressed naturally in a recursive way. In fact, recent tools such...
Carlos H. Gonzalez, Basilio B. Fraguela
ICS
2007
Tsinghua U.
13 years 11 months ago
Representation-transparent matrix algorithms with scalable performance
Positive results from new object-oriented tools for scientific programming are reported. Using template classes, abstractions of matrix representations are available that subsume...
Peter Gottschling, David S. Wise, Michael D. Adams
IPPS
2007
IEEE
13 years 11 months ago
Model-Guided Empirical Optimization for Multimedia Extension Architectures: A Case Study
Compiler technology for multimedia extensions must effectively utilize not only the SIMD compute engines but also the various levels of the memory hierarchy: superword registers,...
Chun Chen, Jaewook Shin, Shiva Kintali, Jacqueline...